{"id":"W4313272294","doi":"10.2110/palo.2022.012","title":"BIOTURBATORS AS ECOSYSTEM ENGINEERS: ASSESSING CURRENT MODELS","year":2022,"lang":"en","type":"article","venue":"Palaios","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Saskatchewan","funders":"","keywords":"Bioturbation; Ecosystem engineer; Sediment; Ecosystem; Sedimentary rock; Environmental science; Ecology; Geology; Environmental resource management; Paleontology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009517072,0.00122445,0.001227354,0.003611798,0.0006291584,0.003292335,0.004241583,0.001878819,0.002658994],"category_scores_gemma":[0.02848073,0.0005749179,0.002080493,0.002360324,0.001058366,0.004076602,0.001807092,0.001757443,0.000761815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003096135,"about_ca_system_score_gemma":0.001809118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850941,"about_ca_topic_score_gemma":0.013141,"domain_scores_codex":[0.9979002,0.001215856,0.0001674927,0.0002626129,0.0003478164,0.0001059129],"domain_scores_gemma":[0.982061,0.01350512,0.001067521,0.0007432501,0.002174474,0.0004486064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004955602,0.00007074615,0.02356496,0.001109813,0.0006922054,0.00008586644,0.0002091897,0.9104412,0.0003472113,0.02925061,0.003767535,0.03041113],"study_design_scores_gemma":[0.00001939015,0.00009094169,0.004986324,0.001022718,0.0002425984,0.00006065833,0.0002541619,0.9193643,0.0004216136,0.05855157,0.01490395,0.00008176541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.3019428,0.06303973,0.5658723,0.01927502,0.0007600694,0.0003392095,0.01015812,0.002479472,0.03613334],"genre_scores_gemma":[0.8520126,0.02851967,0.1106566,0.001038469,0.0004236685,0.0005407626,0.00460882,0.0005237148,0.001675732],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01850941,"threshold_uncertainty_score":0.05033171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053260275471714,"score_gpt":0.2621990298215797,"score_spread":0.2316664270668625,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}